MobileNetV2
TensorFlow implementation for MobileNetV2
There is now an implementation in TensorFlow models repository: https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet
According to the paper: Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation
Testing
Trained with TensorFlow-Slim image classification model library using 2 GTX 1080 Ti.
| Dataset | Model | GPUs | Sync gradients | Training time | Recall 5 | Accuracy |
|---|---|---|---|---|---|---|
| Cifar10 | MobileNet V2 | 2 | False | 3:50 hours | 0.9967 | 0.9071 |
| Cifar10 | MobileNet V2 | 2 | False | 15 hours | 0.9976 | 0.9315 |
Added the trained checkpoint under 'checkpoints' folder.